Medical Image Classification with MONAI - Pathology Nuclei Segmentation Classification

Kalbe Digital Lab

Overview

A simultaneous segmentation of nuclei within multitissue histology images.
References: https://arxiv.org/abs/1812.06499

Dataset

The model is trained with multi-tissue histology images based on CoNSeP dataset.

  • Target: Nuclei
  • Task: Instance Segmentation
  • Modality: RGB images

Model Architecture

Overview approach for simultaneous nuclear instance segmentation.

model-architecture

Demo

Please select or upload a histology image to see nuclei segmentation capabilities of this model